dvc-demo

DVC demo for IVADO Labs bi-weekly DE/DS meeting

Demo content

• Deck presentation (up to demo)
• Demo
  • Overview of dvc.yaml
  • Usage of dvc status
  • Modify the model
    • dvc exp run --set-param model.num_hidden_layer=24
    • Create and new branch and checkout
    • Git push
    • CI/CD explications
• Good practices
• Conclusion
• [Extra] GTO (Git Tag Ops)
  • gto register neural-net
  • gto show
  • gto assign neural-net --stage dev
  • git push origin [email protected]